Distributed Estimation of Generalized Matrix Rank: Efficient Algorithms and Lower Bounds

Yuchen Zhang, Martin J. Wainwright, Michael I. Jordan

Abstract: We study the following generalized matrix rank estimation problem: given an n-by-n matrix and a constant c > 0, estimate the number of eigenvalues that are greater than c. In the distributed settin...